فهرست مطالب

• R in Action
• Copyright
• Praise for the previous edition of R in Action
• brief contents
• contents
• Front matter
• Part 1. Getting started
• 1 Introduction to R
• 2 Creating a dataset
• 3 Basic data management
• 4 Getting started with graphs
• 5 Advanced data management
• Part 2. Basic methods
• 6 Basic graphs
• 7 Basic statistics
• Part 3. Intermediate methods
• 8 Regression
• 9 Analysis of variance
• 10 Power analysis
• 11 Intermediate graphs
• 12 Resampling statistics and bootstrapping
• Part 4. Advanced methods
• 13 Generalized linear models
• 14 Principal components and factor analysis
• 15 Time series
• 16 Cluster analysis
• 17 Classification
• 18 Advanced methods for missing data
• Part 5. Expanding your skills
• 19 Advanced graphs
• 20 Advanced programming
• 21 Creating dynamic reports
• 22 Creating a package
• Afterword. Into the rabbit hole
• Appendix A. Graphical user interfaces
• Appendix B. Customizing the startup environment
• Appendix C. Exporting data from R
• Appendix D. Matrix algebra in R
• Appendix E. Packages used in this book
• Appendix F. Working with large datasets
• Appendix G. Updating an R installation
• References
• index